Mastering PyTorch by Ashish Ranjan Jha & Dr. Gopinath Pillai

Author:Ashish Ranjan Jha & Dr. Gopinath Pillai [Ashish Ranjan Jha]
Language: eng
Format: epub
Publisher: Packt Publishing
Published: 2021-02-11T16:00:00+00:00

Implementing neural style transfer using PyTorch

Having discussed the internals of a neural style transfer system, we are all set to build one using PyTorch. In the form of an exercise, we will load a style and a content image. Then, we will load the pre-trained VGG model. After defining which layers to compute the style and content loss on, we will trim the model so that it only retains the relevant layers. Finally, we will train the neural style transfer model in order to refine the generated image epoch by epoch.

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